Model-based fault diagnosis in technical processes

被引:90
|
作者
Frank, PM
Ding, SX [1 ]
Marcu, T
机构
[1] Lausitz Univ Appl Sci, Dept Elect Engn, D-01968 Senftenberg, Germany
[2] Gerhard Mercator Univ GH Duisburg, Dept Measurement & Control, D-47048 Duisburg, Germany
[3] Tech Univ Iasi, Dept Automat Control, RO-6600 Iasi, Romania
关键词
analytical model-based approaches; fault diagnosis; knowledge-based approaches;
D O I
10.1191/014233100676786880
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper the state-of-the-art developments model-based fault diagnosis in technical processes are reviewed. Attention is focused upon both the analytical approaches that make use of the quantitative models and the knowledge-based approaches using qualitative models. Basic concepts and the advantages as well as disadvantages of different model-based fault diagnosis schemes are outlined.
引用
收藏
页码:57 / 101
页数:45
相关论文
共 50 条
  • [1] Model-based fault diagnosis in technical processes
    Frank, P.M.
    Ding, S.X.
    Marcu, T.
    2000, Inst of Measurement & Control, London, United Kingdom (22)
  • [2] Trends in the application of model-based fault detection and diagnosis of technical processes
    Isermann, R
    Balle, P
    CONTROL ENGINEERING PRACTICE, 1997, 5 (05) : 709 - 719
  • [3] ON THE APPLICABILITY OF MODEL-BASED FAULT-DETECTION FOR TECHNICAL PROCESSES
    ISERMANN, R
    CONTROL ENGINEERING PRACTICE, 1994, 2 (03) : 439 - 450
  • [4] Model-based fault diagnosis of DC motors of stamping processes
    Arnanz, R
    Miguel, LJ
    Perán, JR
    Image Processing, Biomedicine, Multimedia, Financial Engineering and Manufacturing, Vol 18, 2004, 18 : 473 - 478
  • [5] Model-based Supervision and Fault Diagnosis of Continuous Technical Processes A Short Summary of Tested Methods with Application Examples
    Isermann, Rolf
    AT-AUTOMATISIERUNGSTECHNIK, 2010, 58 (06) : 291 - 305
  • [6] Model-based fault diagnosis for hybrid systems: Application on chemical processes
    Olivier-Maget, Nelly
    Hetreux, Gilles
    Le Lann, Jean Marc
    Le Lann, Marie Veronique
    COMPUTERS & CHEMICAL ENGINEERING, 2009, 33 (10) : 1617 - 1630
  • [7] Dynamic model-based fault diagnosis for (bio)chemical batch processes
    Van den Kerkhof, Pieter
    Gins, Geert
    Vanlaer, Jef
    Van Impe, Jan F. M.
    COMPUTERS & CHEMICAL ENGINEERING, 2012, 40 : 12 - 21
  • [8] Immune model-based fault diagnosis
    Luh, GC
    Cheng, WC
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2005, 67 (06) : 515 - 539
  • [9] MODEL-BASED FAULT DIAGNOSIS FOR NIMH
    Suozzo, Chris
    Onori, Simona
    Rizzoni, Giorgio
    PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2008, PTS A AND B, 2009, : 1349 - 1355
  • [10] Assurance of Model-Based Fault Diagnosis
    Nikora, Allen
    Srivastava, Priyanka
    Fesq, Lorraine
    Chung, Seung
    Kolcio, Ksenia
    2018 IEEE AEROSPACE CONFERENCE, 2018,